31 citations · 44 across the 3 of their papers we have counts for
3 papers
cs.AI2017★ 31 cited
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient
Li Zhou, Kevin Small, Oleg Rokhlenko +1
Learning a goal-oriented dialog policy is generally performed offline with supervised learning algorithms or online with reinforcement learning (RL). Additionally, as companies acc…
cs.AI2017★ 9 cited
Visualizing the Consequences of Evidence in Bayesian Networks
Clifford Champion, Charles Elkan
This paper addresses the challenge of viewing and navigating Bayesian networks as their structural size and complexity grow. Starting with a review of the state of the art of visua…
cs.LG2015★ 4 cited
Efficient Elastic Net Regularization for Sparse Linear Models
Zachary C. Lipton, Charles Elkan
This paper presents an algorithm for efficient training of sparse linear models with elastic net regularization. Extending previous work on delayed updates, the new algorithm appli…